The table below looks at the statistics for Data Mining skills in IT jobs advertised for the Hertfordshire region. Included is a guide to the salaries offered in IT jobs that have cited Data Mining over the 3 months to 3 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
3 Dec 2016
Same period 2015 Same period 2014
Data Mining
Rank 130 143 137
Rank change year-on-year
+13 -6
Permanent jobs citing Data Mining 5 3 15
As % of all permanent IT jobs located in Hertfordshire 0.23% 0.14% 0.61%
As % of the Database & Business Intelligence category 0.87% 0.45% 1.93%
Number of salaries quoted 4 3 15
Median salary £45,000 £23,000 £42,500
Median salary % change year-on-year
+95.65% -45.88%
90% offered a salary of more than £42,500 £23,000 £37,900
10% offered a salary of more than £58,000 £32,600 £59,500
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%
Data Mining
East of England

The following table is for comparison with the above and provides statistics for the entire Database & Business Intelligence category in permanent jobs advertised in the Hertfordshire region.

Database & Business Intelligence Category
Hertfordshire
Permanent IT job ads with a match in the
Database & Business Intelligence category
573 662 776
As % of all permanent IT jobs located in Hertfordshire 26.89% 30.38% 31.65%
Number of salaries quoted 469 574 625
Median salary £50,000 £47,500 £45,000
Median salary % change year-on-year
+5.26% +5.55%
90% offered a salary of more than £32,800 £26,925 £29,000
10% offered a salary of more than £65,000 £65,000 £65,000
UK excluding London median salary £45,000 £42,500 £40,000
% change year-on-year
+5.88% +6.25%

Data Mining
Jobs Demand Trend in Hertfordshire

The demand trend of job ads across the Hertfordshire region citing Data Mining as a proportion of all IT jobs with a match in the Database & Business Intelligence category.

Data Mining Jobs Demand Trend in Hertfordshire

Data Mining
Salary Trend in Hertfordshire

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Data Mining across the Hertfordshire region.

Data Mining Salary Trend in Hertfordshire

Data Mining
Salary Histogram in Hertfordshire

This chart provides a salary histogram for IT jobs citing Data Mining across the Hertfordshire region over the 3 months to 3 December 2016.

Data Mining Salary Histogram in Hertfordshire

Data Mining
Job Locations in Hertfordshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Mining within the Hertfordshire region over the 3 months to 3 December 2016. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location
(Click see detailed
statistics and trends)
Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Tring - 2 £42,500 - 1
Watford - 2 £55,000 -
Welwyn Garden City - 1 - - 1
Data Mining
East of England

Data Mining
Top 30 Related IT Skills in Hertfordshire

For the 6 months to 3 December 2016, IT jobs citing Data Mining also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the Hertfordshire region with a requirement for Data Mining.

1 11 (61.11%) SQL
2 10 (55.56%) SQL Server
3 9 (50.00%) ETL
3 9 (50.00%) Finance
4 8 (44.44%) Data Cleansing
4 8 (44.44%) Analytical Skills
5 7 (38.89%) Business Intelligence
5 7 (38.89%) Data Warehouse
5 7 (38.89%) Java
5 7 (38.89%) VB
5 7 (38.89%) VBA
6 6 (33.33%) T-SQL
6 6 (33.33%) Data Extraction
6 6 (33.33%) Agile Software Development
6 6 (33.33%) Data Analysis
6 6 (33.33%) Machine Learning
6 6 (33.33%) Performance Tuning
7 5 (27.78%) Data Analytics
7 5 (27.78%) Analytics
7 5 (27.78%) Retail
7 5 (27.78%) Data Conversion
7 5 (27.78%) VBScript
7 5 (27.78%) MS Excel
7 5 (27.78%) ERP
8 4 (22.22%) XML
8 4 (22.22%) JavaScript
8 4 (22.22%) Scala
8 4 (22.22%) NoSQL
8 4 (22.22%) Microsoft
8 4 (22.22%) Big Data

Data Mining
Top Related IT Skills in Hertfordshire by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same job type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 3 (16.67%) Tomcat
2 2 (11.11%) Drupal
3 1 (5.56%) JBoss
3 1 (5.56%) WebSphere
Applications
1 5 (27.78%) MS Excel
Business Applications
1 2 (11.11%) Dynamics CRM
2 1 (5.56%) Oracle Assets
2 1 (5.56%) Oracle General Ledger
2 1 (5.56%) Oracle Subledger Accounting
Database & Business Intelligence
1 10 (55.56%) SQL Server
2 7 (38.89%) Data Warehouse
3 4 (22.22%) Big Data
3 4 (22.22%) NoSQL
4 3 (16.67%) SQL Server Reporting Services
5 2 (11.11%) MS Access
5 2 (11.11%) MySQL
6 1 (5.56%) Oracle Discoverer
6 1 (5.56%) SQL Server 2012
6 1 (5.56%) SQL Server 2014
6 1 (5.56%) SQL Server Integration Services
Development Applications
1 2 (11.11%) Talend Open Studio
General
1 9 (50.00%) Finance
2 5 (27.78%) Retail
3 2 (11.11%) Automotive
4 1 (5.56%) General Ledger
4 1 (5.56%) Marketing
Job Titles
1 7 (38.89%) Analyst
1 7 (38.89%) Data Analyst
1 7 (38.89%) Developer
1 7 (38.89%) Java Developer
2 5 (27.78%) Data Engineer
3 3 (16.67%) Senior Developer
3 3 (16.67%) Senior Java Developer
3 3 (16.67%) SQL Analyst
3 3 (16.67%) SQL Data Analyst
3 3 (16.67%) SQL Server Analyst
4 2 (11.11%) Head of Business Intelligence
4 2 (11.11%) Head of CRM
5 1 (5.56%) Information Analyst
5 1 (5.56%) J2EE Developer
5 1 (5.56%) Java Scala Developer
5 1 (5.56%) Java/J2EE Developer
5 1 (5.56%) MI Analyst
5 1 (5.56%) Scala Developer
5 1 (5.56%) SQL Developer
Libraries, Frameworks & Software Standards
1 4 (22.22%) XML
2 2 (11.11%) HTML
2 2 (11.11%) Spring
3 1 (5.56%) J2EE
3 1 (5.56%) RabbitMQ
Miscellaneous
1 8 (44.44%) Analytical Skills
2 6 (33.33%) Data Extraction
3 5 (27.78%) Data Conversion
4 3 (16.67%) Management Information System
5 2 (11.11%) Clustering
6 1 (5.56%) Data Structures
6 1 (5.56%) Visualisation
Processes & Methodologies
1 9 (50.00%) ETL
2 8 (44.44%) Data Cleansing
3 7 (38.89%) Business Intelligence
4 6 (33.33%) Agile Software Development
4 6 (33.33%) Data Analysis
4 6 (33.33%) Machine Learning
4 6 (33.33%) Performance Tuning
5 5 (27.78%) Analytics
5 5 (27.78%) Data Analytics
5 5 (27.78%) ERP
6 2 (11.11%) Continuous Integration
6 2 (11.11%) CRM
6 2 (11.11%) DevOps
6 2 (11.11%) Information Retrieval
6 2 (11.11%) SDLC
6 2 (11.11%) TDD
6 2 (11.11%) Workflow
7 1 (5.56%) Data Migration
7 1 (5.56%) Data Visualisation
7 1 (5.56%) Linear Algebra
Programming Languages
1 11 (61.11%) SQL
2 7 (38.89%) Java
2 7 (38.89%) VB
2 7 (38.89%) VBA
3 6 (33.33%) T-SQL
4 5 (27.78%) VBScript
5 4 (22.22%) JavaScript
5 4 (22.22%) Scala
6 1 (5.56%) Python
6 1 (5.56%) R
Vendors
1 4 (22.22%) Microsoft
2 2 (11.11%) hybris
2 2 (11.11%) Talend
3 1 (5.56%) AppDynamics
3 1 (5.56%) New Relic
3 1 (5.56%) Oracle
3 1 (5.56%) Sybase
Tring, Hertfordshire
Understanding Recruitment
Salary: £40000 - £45000 per annum + benefits
Posted: 6 days ago
Welwyn Garden City
PayPoint
Salary: Negotiable
Posted: 17 days ago